Profiling Report (Features)

Dataset statistics

Number of variables	30
Number of observations	34706
Missing cells	260957
Missing cells (%)	25.1%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	7.9 MiB
Average record size in memory	240.0 B

Variable types

Text	1
Categorical	4
DateTime	1
Numeric	24

Alerts

`act_on_foot_ep_0` has 27505 (79.3%) missing values	Missing
`loc_study_still` has 18911 (54.5%) missing values	Missing
`loc_study_product` has 18911 (54.5%) missing values	Missing
`loc_dist_ep_0` has 4583 (13.2%) missing values	Missing
`loc_visit_num_ep_0` has 3532 (10.2%) missing values	Missing
`loc_social_unlock_duration` has 21735 (62.6%) missing values	Missing
`loc_food_unlock_duration` has 18553 (53.5%) missing values	Missing
`loc_social_unlock_num` has 21735 (62.6%) missing values	Missing
`loc_food_unlock_num` has 18553 (53.5%) missing values	Missing
`loc_social_still` has 21735 (62.6%) missing values	Missing
`loc_food_still` has 18553 (53.5%) missing values	Missing
`loc_social_unlock_duration_plus_loc_food_unlock_duration` has 21893 (63.1%) missing values	Missing
`loc_social_unlock_num_plus_loc_food_unlock_num` has 21893 (63.1%) missing values	Missing
`loc_social_still_plus_loc_food_still` has 21893 (63.1%) missing values	Missing
`loc_dist_ep_0` is highly skewed (γ1 = 51.10741875)	Skewed
`act_running_ep_0` has 7944 (22.9%) zeros	Zeros
`act_walking_ep_0` has 7479 (21.5%) zeros	Zeros
`loc_study_dur` has 18754 (54.0%) zeros	Zeros
`loc_home_dur` has 6787 (19.6%) zeros	Zeros
`loc_workout_dur` has 25384 (73.1%) zeros	Zeros
`act_in_vehicle_ep_0` has 1811 (5.2%) zeros	Zeros
`loc_social_dur` has 21578 (62.2%) zeros	Zeros
`loc_food_dur` has 18396 (53.0%) zeros	Zeros
`loc_visit_num_ep_0` has 1479 (4.3%) zeros	Zeros
`loc_social_unlock_duration` has 626 (1.8%) zeros	Zeros
`loc_food_unlock_duration` has 694 (2.0%) zeros	Zeros
`loc_social_unlock_num` has 626 (1.8%) zeros	Zeros
`loc_food_unlock_num` has 694 (2.0%) zeros	Zeros
`act_running_ep_0_plus_act_walking_ep_0` has 7479 (21.5%) zeros	Zeros
`loc_social_dur_plus_loc_food_dur` has 18238 (52.5%) zeros	Zeros
`loc_social_unlock_duration_plus_loc_food_unlock_duration` has 488 (1.4%) zeros	Zeros
`loc_social_unlock_num_plus_loc_food_unlock_num` has 488 (1.4%) zeros	Zeros

Reproduction

Analysis started	2024-05-23 19:05:02.778369
Analysis finished	2024-05-23 19:05:45.061133
Duration	42.28 seconds
Software version	ydata-profiling v4.8.3
Download configuration	config.json

uid
Text

Distinct	220
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	271.3 KiB

Length

Max length	32
Median length	32
Mean length	32
Min length	32

Characters and Unicode

Total characters	1110592
Distinct characters	16
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	5 ?
Unique (%)	< 0.1%

Sample

1st row	3569e2f520db9014b4acc4227a6421c1
2nd row	3569e2f520db9014b4acc4227a6421c1
3rd row	3569e2f520db9014b4acc4227a6421c1
4th row	3569e2f520db9014b4acc4227a6421c1
5th row	3569e2f520db9014b4acc4227a6421c1

Value	Count	Frequency (%)
aeeb186fafcc356f44cae870555f4a0d	441	1.3%
862f10a8c357e957a59d122077b3a5ad	436	1.3%
c37f9221f44e9ca35a49180dc05a7587	417	1.2%
73e13f8273906f7f43a077f95ec48e7d	388	1.1%
7d2c632a05bbb03ca97555d61be83c41	383	1.1%
1d2263527eed2a54e88d340fb8e55308	377	1.1%
35cf1abf179310dc33907d953f590366	372	1.1%
46b53cdf4d639d54e894d92b6dff817f	349	1.0%
bd6de07de02a8c2e98018a1c7daecc87	344	1.0%
ffc4b142e017c162ed4db7b05414fc4b	335	1.0%
Other values (210)	30864	88.9%

Most occurring characters

Value	Count	Frequency (%)
0	79812	7.2%
3	73025	6.6%
5	71714	6.5%
1	71009	6.4%
d	70849	6.4%
7	70286	6.3%
c	69623	6.3%
a	69321	6.2%
e	68788	6.2%
4	68442	6.2%
Other values (6)	397723	35.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1110592	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	79812	7.2%
3	73025	6.6%
5	71714	6.5%
1	71009	6.4%
d	70849	6.4%
7	70286	6.3%
c	69623	6.3%
a	69321	6.2%
e	68788	6.2%
4	68442	6.2%
Other values (6)	397723	35.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1110592	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	79812	7.2%
3	73025	6.6%
5	71714	6.5%
1	71009	6.4%
d	70849	6.4%
7	70286	6.3%
c	69623	6.3%
a	69321	6.2%
e	68788	6.2%
4	68442	6.2%
Other values (6)	397723	35.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1110592	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	79812	7.2%
3	73025	6.6%
5	71714	6.5%
1	71009	6.4%
d	70849	6.4%
7	70286	6.3%
c	69623	6.3%
a	69321	6.2%
e	68788	6.2%
4	68442	6.2%
Other values (6)	397723	35.8%

gender
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	4
Missing (%)	< 0.1%
Memory size	271.3 KiB

F	23438
M	10990
both	274

Length

Max length	4
Median length	1
Mean length	1.0236874
Min length	1

Characters and Unicode

Total characters	35524
Distinct characters	6
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	both
2nd row	both
3rd row	both
4th row	both
5th row	both

Common Values

Value	Count	Frequency (%)
F	23438	67.5%
M	10990	31.7%
both	274	0.8%
(Missing)	4	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
f	23438	67.5%
m	10990	31.7%
both	274	0.8%

Most occurring characters

Value	Count	Frequency (%)
F	23438	66.0%
M	10990	30.9%
b	274	0.8%
o	274	0.8%
t	274	0.8%
h	274	0.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	35524	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
F	23438	66.0%
M	10990	30.9%
b	274	0.8%
o	274	0.8%
t	274	0.8%
h	274	0.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	35524	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
F	23438	66.0%
M	10990	30.9%
b	274	0.8%
o	274	0.8%
t	274	0.8%
h	274	0.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	35524	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
F	23438	66.0%
M	10990	30.9%
b	274	0.8%
o	274	0.8%
t	274	0.8%
h	274	0.8%

race
Categorical

Distinct	8
Distinct (%)	< 0.1%
Missing	4
Missing (%)	< 0.1%
Memory size	271.3 KiB

white	20817
asian	9002
more than one	1475
other/hispanic	1364
black	1334
Other values (3)	710

Length

Max length	29
Median length	5
Mean length	6.0893608
Min length	5

Characters and Unicode

Total characters	211313
Distinct characters	20
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	white
2nd row	white
3rd row	white
4th row	white
5th row	white

Common Values

Value	Count	Frequency (%)
white	20817	60.0%
asian	9002	25.9%
more than one	1475	4.2%
other/hispanic	1364	3.9%
black	1334	3.8%
american indian/alaska native	322	0.9%
alaskan native/white	209	0.6%
american indian/white	179	0.5%
(Missing)	4	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
white	20817	53.8%
asian	9002	23.3%
more	1475	3.8%
than	1475	3.8%
one	1475	3.8%
other/hispanic	1364	3.5%
black	1334	3.4%
american	501	1.3%
indian/alaska	322	0.8%
native	322	0.8%
Other values (3)	597	1.5%

Most occurring characters

Value	Count	Frequency (%)
i	34969	16.5%
e	26551	12.6%
a	25804	12.2%
h	25408	12.0%
t	24575	11.6%
w	21205	10.0%
n	15559	7.4%
s	10897	5.2%
o	4314	2.0%
	3982	1.9%
Other values (10)	18049	8.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	211313	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
i	34969	16.5%
e	26551	12.6%
a	25804	12.2%
h	25408	12.0%
t	24575	11.6%
w	21205	10.0%
n	15559	7.4%
s	10897	5.2%
o	4314	2.0%
	3982	1.9%
Other values (10)	18049	8.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	211313	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
i	34969	16.5%
e	26551	12.6%
a	25804	12.2%
h	25408	12.0%
t	24575	11.6%
w	21205	10.0%
n	15559	7.4%
s	10897	5.2%
o	4314	2.0%
	3982	1.9%
Other values (10)	18049	8.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	211313	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
i	34969	16.5%
e	26551	12.6%
a	25804	12.2%
h	25408	12.0%
t	24575	11.6%
w	21205	10.0%
n	15559	7.4%
s	10897	5.2%
o	4314	2.0%
	3982	1.9%
Other values (10)	18049	8.5%

cohort_year
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	2
Missing (%)	< 0.1%
Memory size	271.3 KiB

2018.0	17598
2017.0	17106

Length

Max length	6
Median length	6
Mean length	6
Min length	6

Characters and Unicode

Total characters	208224
Distinct characters	6
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2017.0
2nd row	2017.0
3rd row	2017.0
4th row	2017.0
5th row	2017.0

Common Values

Value	Count	Frequency (%)
2018.0	17598	50.7%
2017.0	17106	49.3%
(Missing)	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2018.0	17598	50.7%
2017.0	17106	49.3%

Most occurring characters

Value	Count	Frequency (%)
0	69408	33.3%
2	34704	16.7%
1	34704	16.7%
.	34704	16.7%
8	17598	8.5%
7	17106	8.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	208224	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	69408	33.3%
2	34704	16.7%
1	34704	16.7%
.	34704	16.7%
8	17598	8.5%
7	17106	8.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	208224	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	69408	33.3%
2	34704	16.7%
1	34704	16.7%
.	34704	16.7%
8	17598	8.5%
7	17106	8.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	208224	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	69408	33.3%
2	34704	16.7%
1	34704	16.7%
.	34704	16.7%
8	17598	8.5%
7	17106	8.2%

is_ios
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	271.3 KiB

1	26711
0	7995

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	34706
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
1	26711	77.0%
0	7995	23.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	26711	77.0%
0	7995	23.0%

Most occurring characters

Value	Count	Frequency (%)
1	26711	77.0%
0	7995	23.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	34706	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	26711	77.0%
0	7995	23.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	34706	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	26711	77.0%
0	7995	23.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	34706	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	26711	77.0%
0	7995	23.0%

day_survey
Date

Distinct	1749
Distinct (%)	5.0%
Missing	4
Missing (%)	< 0.1%
Memory size	271.3 KiB

Minimum	2017-09-08 00:00:00
Maximum	2022-06-25 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

act_on_foot_ep_0
Real number (ℝ)

MISSING

Distinct	6795
Distinct (%)	94.4%
Missing	27505
Missing (%)	79.3%
Infinite	0
Infinite (%)	0.0%
Mean	2948.364

Minimum	0
Maximum	36290
Zeros	44
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	271.3 KiB

Quantile statistics

Minimum	0
5-th percentile	124.8
Q1	1058.2
median	2503.6
Q3	4437.9
95-th percentile	7063.8
Maximum	36290
Range	36290
Interquartile range (IQR)	3379.7

Descriptive statistics

Standard deviation	2343.9692
Coefficient of variation (CV)	0.79500671
Kurtosis	7.1348506
Mean	2948.364
Median Absolute Deviation (MAD)	1613.1
Skewness	1.390506
Sum	21231169
Variance	5494191.4
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	44	0.1%
56.3	4	< 0.1%
1.6	4	< 0.1%
181.1	4	< 0.1%
12.3	3	< 0.1%
364.7	3	< 0.1%
1787.4	3	< 0.1%
2342.3	3	< 0.1%
45.5	3	< 0.1%
32.7	3	< 0.1%
Other values (6785)	7127	20.5%
(Missing)	27505	79.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	44	0.1%
0.5555555556	1	< 0.1%
0.7	1	< 0.1%
0.8	2	< 0.1%
1.2	2	< 0.1%
1.5	2	< 0.1%
1.6	4	< 0.1%
2	1	< 0.1%
2.2	1	< 0.1%
2.8	1	< 0.1%

Value	Count	Frequency (%)
36290	1	< 0.1%
22191	1	< 0.1%
18041.5	1	< 0.1%
17323.28571	1	< 0.1%
14772	1	< 0.1%
13174.5	1	< 0.1%
13062.2	1	< 0.1%
12938.3	1	< 0.1%
12647.8	1	< 0.1%
12538.3	1	< 0.1%

act_running_ep_0
Real number (ℝ)

ZEROS

Distinct	5468
Distinct (%)	15.8%
Missing	4
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	94.745873

Minimum	0
Maximum	4608
Zeros	7944
Zeros (%)	22.9%
Negative	0
Negative (%)	0.0%
Memory size	271.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1.3
median	23.8
Q3	89.1
95-th percentile	434.495
Maximum	4608
Range	4608
Interquartile range (IQR)	87.8

Descriptive statistics

Standard deviation	206.48418
Coefficient of variation (CV)	2.1793475
Kurtosis	40.666592
Mean	94.745873
Median Absolute Deviation (MAD)	23.8
Skewness	5.1206615
Sum	3287871.3
Variance	42635.715
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	7944	22.9%
0.5	92	0.3%
1	87	0.3%
0.3	80	0.2%
3	74	0.2%
2.5	73	0.2%
4.4	71	0.2%
1.1	67	0.2%
1.8	67	0.2%
0.8	67	0.2%
Other values (5458)	26080	75.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	7944	22.9%
0.2	65	0.2%
0.3	80	0.2%
0.3333333333	1	< 0.1%
0.375	1	< 0.1%
0.4	27	0.1%
0.4285714286	1	< 0.1%
0.5	92	0.3%
0.5555555556	1	< 0.1%
0.6	35	0.1%

Value	Count	Frequency (%)
4608	1	< 0.1%
3189.3	1	< 0.1%
3169.25	1	< 0.1%
3031.9	1	< 0.1%
3009.9	1	< 0.1%
2952.6	1	< 0.1%
2889.3	1	< 0.1%
2865.1	1	< 0.1%
2843.6	1	< 0.1%
2700.555556	1	< 0.1%

act_walking_ep_0
Real number (ℝ)

ZEROS

Distinct	25117
Distinct (%)	72.4%
Missing	4
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	8759.1977

Minimum	0
Maximum	43022
Zeros	7479
Zeros (%)	21.5%
Negative	0
Negative (%)	0.0%
Memory size	271.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	3883.25
median	9375.75
Q3	13127.425
95-th percentile	18391.035
Maximum	43022
Range	43022
Interquartile range (IQR)	9244.175

Descriptive statistics

Standard deviation	6111.7136
Coefficient of variation (CV)	0.6977481
Kurtosis	-0.70743031
Mean	8759.1977
Median Absolute Deviation (MAD)	4233.95
Skewness	0.035507578
Sum	3.0396168 × 10⁸
Variance	37353043
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	7479	21.5%
8086.5	5	< 0.1%
12734.3	4	< 0.1%
13800.2	4	< 0.1%
10982	4	< 0.1%
8250.8	4	< 0.1%
6004.8	4	< 0.1%
10273	3	< 0.1%
15279.4	3	< 0.1%
9676.1	3	< 0.1%
Other values (25107)	27189	78.3%
(Missing)	4	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	7479	21.5%
0.5	1	< 0.1%
0.5714285714	1	< 0.1%
0.9	1	< 0.1%
1.333333333	2	< 0.1%
1.571428571	1	< 0.1%
1.666666667	1	< 0.1%
3.833333333	1	< 0.1%
5.9	1	< 0.1%
7	1	< 0.1%

Value	Count	Frequency (%)
43022	1	< 0.1%
32727.3	1	< 0.1%
32642.2	1	< 0.1%
32080.2	1	< 0.1%
31821.1	1	< 0.1%
31330.6	1	< 0.1%
30823.7	1	< 0.1%
30736	1	< 0.1%
30453.9	1	< 0.1%
30286.4	1	< 0.1%

loc_study_still
Real number (ℝ)

MISSING

Distinct	15313
Distinct (%)	96.9%
Missing	18911
Missing (%)	54.5%
Infinite	0
Infinite (%)	0.0%
Mean	51.242227

Minimum	3.275766
Maximum	60
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	271.3 KiB

Quantile statistics

Minimum	3.275766
5-th percentile	38.516243
Q1	48.824501
median	53.165647
Q3	55.404126
95-th percentile	58.979626
Maximum	60
Range	56.724234
Interquartile range (IQR)	6.5796247

Descriptive statistics

Standard deviation	6.6848257
Coefficient of variation (CV)	0.13045541
Kurtosis	6.1656948
Mean	51.242227
Median Absolute Deviation (MAD)	2.8246178
Skewness	-1.9591248
Sum	809370.98
Variance	44.686894
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
59.98571769	5	< 0.1%
55.98437584	5	< 0.1%
49.13896877	5	< 0.1%
42	4	< 0.1%
39.39126983	4	< 0.1%
46.83555068	4	< 0.1%
15.01840491	4	< 0.1%
16.4627583	4	< 0.1%
53.3502609	4	< 0.1%
32.84087753	4	< 0.1%
Other values (15303)	15752	45.4%
(Missing)	18911	54.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3.275766017	1	< 0.1%
3.866666667	2	< 0.1%
5.67966017	1	< 0.1%
6.866666667	2	< 0.1%
6.885775862	1	< 0.1%
7.162687396	2	< 0.1%
7.482013497	3	< 0.1%
7.948717949	1	< 0.1%
8.957055215	1	< 0.1%
9.694614103	1	< 0.1%

Value	Count	Frequency (%)
60	2	< 0.1%
59.9972639	1	< 0.1%
59.99642725	1	< 0.1%
59.9960692	1	< 0.1%
59.99606798	1	< 0.1%
59.99598963	1	< 0.1%
59.99595407	1	< 0.1%
59.99584053	1	< 0.1%
59.99583391	1	< 0.1%
59.99583362	1	< 0.1%

loc_study_dur
Real number (ℝ)

ZEROS

Distinct	14840
Distinct (%)	43.0%
Missing	157
Missing (%)	0.5%
Infinite	0
Infinite (%)	0.0%
Mean	1.6377419

Minimum	0
Maximum	23.002912
Zeros	18754
Zeros (%)	54.0%
Negative	0
Negative (%)	0.0%
Memory size	271.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2.6044722
95-th percentile	6.5410454
Maximum	23.002912
Range	23.002912
Interquartile range (IQR)	2.6044722

Descriptive statistics

Standard deviation	2.8707786
Coefficient of variation (CV)	1.7528883
Kurtosis	11.858651
Mean	1.6377419
Median Absolute Deviation (MAD)	0
Skewness	2.9667358
Sum	56582.345
Variance	8.24137
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	18754	54.0%
0.05	33	0.1%
0.1666944444	24	0.1%
0.1166666667	18	0.1%
0.08336111111	16	< 0.1%
0.2000277778	15	< 0.1%
0.1166944444	14	< 0.1%
0.1000277778	12	< 0.1%
0.06669444444	12	< 0.1%
0.06666666667	12	< 0.1%
Other values (14830)	15639	45.1%
(Missing)	157	0.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	18754	54.0%
0.01666666667	1	< 0.1%
0.03333333333	2	< 0.1%
0.03336111111	1	< 0.1%
0.03361111111	2	< 0.1%
0.03427777778	2	< 0.1%
0.03441666667	1	< 0.1%
0.03461111111	1	< 0.1%
0.03477777778	2	< 0.1%
0.03513888889	1	< 0.1%

Value	Count	Frequency (%)
23.00291222	1	< 0.1%
22.10058333	1	< 0.1%
21.96547222	1	< 0.1%
21.73336111	1	< 0.1%
21.68663889	1	< 0.1%
21.63622222	1	< 0.1%
21.53913889	1	< 0.1%
21.25377778	1	< 0.1%
21.23377683	1	< 0.1%
21.14190631	1	< 0.1%

loc_study_product
Real number (ℝ)

MISSING

Distinct	15315
Distinct (%)	97.0%
Missing	18911
Missing (%)	54.5%
Infinite	0
Infinite (%)	0.0%
Mean	251.03706

Minimum	1.6333333
Maximum	1364.058
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	271.3 KiB

Quantile statistics

Minimum	1.6333333
5-th percentile	66.770515
Q1	143.52761
median	208.87083
Q3	295.0036
95-th percentile	638.92783
Maximum	1364.058
Range	1362.4246
Interquartile range (IQR)	151.476

Descriptive statistics

Standard deviation	184.69405
Coefficient of variation (CV)	0.73572423
Kurtosis	7.4695899
Mean	251.03706
Median Absolute Deviation (MAD)	73.102083
Skewness	2.4501346
Sum	3965130.3
Variance	34111.891
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
177.6916667	5	< 0.1%
70	5	< 0.1%
76.14166667	5	< 0.1%
10.20125571	4	< 0.1%
32.85	4	< 0.1%
61.44084831	4	< 0.1%
21.35288167	4	< 0.1%
175.5405088	4	< 0.1%
77.69166667	4	< 0.1%
29.8411719	4	< 0.1%
Other values (15305)	15752	45.4%
(Missing)	18911	54.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.633333333	1	< 0.1%
1.933333333	2	< 0.1%
3.1	1	< 0.1%
3.433333333	2	< 0.1%
3.583333333	2	< 0.1%
3.9	2	< 0.1%
4	1	< 0.1%
4.333413872	3	< 0.1%
4.816666667	1	< 0.1%
4.85	1	< 0.1%

Value	Count	Frequency (%)
1364.057973	1	< 0.1%
1329.548283	1	< 0.1%
1311.631716	1	< 0.1%
1302.373456	1	< 0.1%
1291.799965	1	< 0.1%
1290.447028	1	< 0.1%
1285.600856	1	< 0.1%
1281.666667	1	< 0.1%
1276.56	1	< 0.1%
1268.251341	1	< 0.1%

loc_home_dur
Real number (ℝ)

ZEROS

Distinct	27578
Distinct (%)	79.8%
Missing	157
Missing (%)	0.5%
Infinite	0
Infinite (%)	0.0%
Mean	9.751511

Minimum	0
Maximum	23.981444
Zeros	6787
Zeros (%)	19.6%
Negative	0
Negative (%)	0.0%
Memory size	271.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	3.7496944
median	10.752083
Q3	14.643222
95-th percentile	20.089128
Maximum	23.981444
Range	23.981444
Interquartile range (IQR)	10.893528

Descriptive statistics

Standard deviation	6.6300403
Coefficient of variation (CV)	0.67989876
Kurtosis	-1.0317415
Mean	9.751511
Median Absolute Deviation (MAD)	4.78625
Skewness	-0.12397822
Sum	336904.95
Variance	43.957434
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	6787	19.6%
0.05	4	< 0.1%
3.020305556	4	< 0.1%
0.1704258611	4	< 0.1%
0.1705490556	4	< 0.1%
1.673934389	4	< 0.1%
1.2495	3	< 0.1%
9.223555556	3	< 0.1%
2.249889	3	< 0.1%
3.044055556	3	< 0.1%
Other values (27568)	27730	79.9%
(Missing)	157	0.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	6787	19.6%
0.01666666667	1	< 0.1%
0.03327777778	1	< 0.1%
0.03330555556	1	< 0.1%
0.03375155556	1	< 0.1%
0.03380461111	1	< 0.1%
0.03447222222	2	< 0.1%
0.03658333333	1	< 0.1%
0.03944444444	1	< 0.1%
0.03961111111	1	< 0.1%

Value	Count	Frequency (%)
23.98144444	1	< 0.1%
23.97108333	1	< 0.1%
23.97080556	1	< 0.1%
23.9443585	1	< 0.1%
23.93147222	1	< 0.1%
23.92102778	1	< 0.1%
23.90494444	1	< 0.1%
23.90466667	1	< 0.1%
23.90455556	1	< 0.1%
23.90455556	1	< 0.1%

loc_workout_dur
Real number (ℝ)

ZEROS

Distinct	6538
Distinct (%)	18.9%
Missing	157
Missing (%)	0.5%
Infinite	0
Infinite (%)	0.0%
Mean	0.15353227

Minimum	0
Maximum	14.685222
Zeros	25384
Zeros (%)	73.1%
Negative	0
Negative (%)	0.0%
Memory size	271.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.066666667
95-th percentile	0.87479444
Maximum	14.685222
Range	14.685222
Interquartile range (IQR)	0.066666667

Descriptive statistics

Standard deviation	0.46047347
Coefficient of variation (CV)	2.9991966
Kurtosis	104.85233
Mean	0.15353227
Median Absolute Deviation (MAD)	0
Skewness	7.1917398
Sum	5304.3864
Variance	0.21203582
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	25384	73.1%
0.06666666667	70	0.2%
0.05	67	0.2%
0.1166944444	60	0.2%
0.08333333333	53	0.2%
0.06669444444	51	0.1%
0.1	41	0.1%
0.15	38	0.1%
0.08336111111	38	0.1%
0.06663888889	37	0.1%
Other values (6528)	8710	25.1%
(Missing)	157	0.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	25384	73.1%
0.01666716667	1	< 0.1%
0.03319444444	1	< 0.1%
0.03325	1	< 0.1%
0.03333333333	1	< 0.1%
0.03336111111	1	< 0.1%
0.03391666667	2	< 0.1%
0.03444444444	1	< 0.1%
0.03452777778	2	< 0.1%
0.03469444444	2	< 0.1%

Value	Count	Frequency (%)
14.68522222	1	< 0.1%
12.69905556	1	< 0.1%
12.44058333	1	< 0.1%
10.28533333	1	< 0.1%
10.06680556	1	< 0.1%
8.640944444	1	< 0.1%
6.978666667	1	< 0.1%
6.862111111	1	< 0.1%
6.428333333	1	< 0.1%
6.181055556	1	< 0.1%

act_in_vehicle_ep_0
Real number (ℝ)

ZEROS

Distinct	23471
Distinct (%)	67.6%
Missing	4
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	2172.9635

Minimum	0
Maximum	25374.3
Zeros	1811
Zeros (%)	5.2%
Negative	0
Negative (%)	0.0%
Memory size	271.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	288
median	1403.3
Q3	3344.65
95-th percentile	6762.61
Maximum	25374.3
Range	25374.3
Interquartile range (IQR)	3056.65

Descriptive statistics

Standard deviation	2387.247
Coefficient of variation (CV)	1.0986135
Kurtosis	5.4819674
Mean	2172.9635
Median Absolute Deviation (MAD)	1259.25
Skewness	1.8113631
Sum	75406178
Variance	5698948.3
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1811	5.2%
19.5	19	0.1%
1.5	17	< 0.1%
5	15	< 0.1%
32.9	14	< 0.1%
3	12	< 0.1%
8.5	12	< 0.1%
1.6	12	< 0.1%
7.8	11	< 0.1%
18	11	< 0.1%
Other values (23461)	32768	94.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1811	5.2%
0.3	3	< 0.1%
0.4	3	< 0.1%
0.5	2	< 0.1%
0.6	2	< 0.1%
0.6666666667	1	< 0.1%
0.7	1	< 0.1%
0.8	4	< 0.1%
0.9	4	< 0.1%
1	4	< 0.1%

Value	Count	Frequency (%)
25374.3	1	< 0.1%
24673.4	1	< 0.1%
24092.2	1	< 0.1%
23886.5	1	< 0.1%
23354.2	1	< 0.1%
22334.4	1	< 0.1%
22123.7	1	< 0.1%
21248	1	< 0.1%
21071.5	1	< 0.1%
20450.9	1	< 0.1%

loc_dist_ep_0
Real number (ℝ)

MISSING SKEWED

Distinct	29628
Distinct (%)	98.4%
Missing	4583
Missing (%)	13.2%
Infinite	0
Infinite (%)	0.0%
Mean	164481.14

Minimum	0
Maximum	1.4242156 × 10⁸
Zeros	267
Zeros (%)	0.8%
Negative	0
Negative (%)	0.0%
Memory size	271.3 KiB

Quantile statistics

Minimum	0
5-th percentile	1159.08
Q1	5482.391
median	22575.538
Q3	75181.498
95-th percentile	463231.3
Maximum	1.4242156 × 10⁸
Range	1.4242156 × 10⁸
Interquartile range (IQR)	69699.107

Descriptive statistics

Standard deviation	1867988.4
Coefficient of variation (CV)	11.356855
Kurtosis	3493.9396
Mean	164481.14
Median Absolute Deviation (MAD)	19557.114
Skewness	51.107419
Sum	4.9546653 × 10⁹
Variance	3.4893807 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	267	0.8%
417.376509	6	< 0.1%
73.81279146	4	< 0.1%
0.8144253537	4	< 0.1%
9.796842445	3	< 0.1%
9.321555283	3	< 0.1%
11.48979321	3	< 0.1%
137.1731203	3	< 0.1%
2154.098184	3	< 0.1%
4773.407923	3	< 0.1%
Other values (29618)	29824	85.9%
(Missing)	4583	13.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	267	0.8%
0.3152189938	1	< 0.1%
0.3699870183	2	< 0.1%
0.3751709523	2	< 0.1%
0.8136327639	1	< 0.1%
0.8144253537	4	< 0.1%
1.032295243	2	< 0.1%
1.124663488	1	< 0.1%
1.371707153	1	< 0.1%
1.413705336	1	< 0.1%

Value	Count	Frequency (%)
142421562.1	1	< 0.1%
142391822.1	1	< 0.1%
142380475.7	1	< 0.1%
55951647.87	1	< 0.1%
55914254.36	1	< 0.1%
42122126.02	1	< 0.1%
42121761.16	1	< 0.1%
42120759.64	1	< 0.1%
41827623.8	1	< 0.1%
41827212.35	1	< 0.1%

loc_social_dur
Real number (ℝ)

ZEROS

Distinct	9585
Distinct (%)	27.7%
Missing	157
Missing (%)	0.5%
Infinite	0
Infinite (%)	0.0%
Mean	0.25947381

Minimum	0
Maximum	10.9825
Zeros	21578
Zeros (%)	62.2%
Negative	0
Negative (%)	0.0%
Memory size	271.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.24334322
95-th percentile	1.32685
Maximum	10.9825
Range	10.9825
Interquartile range (IQR)	0.24334322

Descriptive statistics

Standard deviation	0.64604107
Coefficient of variation (CV)	2.4898123
Kurtosis	39.823544
Mean	0.25947381
Median Absolute Deviation (MAD)	0
Skewness	5.180178
Sum	8964.5605
Variance	0.41736906
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	21578	62.2%
0.05	162	0.5%
0.06666666667	81	0.2%
0.08333333333	73	0.2%
0.05002777778	67	0.2%
0.06669444444	67	0.2%
0.1	55	0.2%
0.1000277778	46	0.1%
0.06663888889	44	0.1%
0.1166666667	36	0.1%
Other values (9575)	12340	35.6%
(Missing)	157	0.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	21578	62.2%
0.01666666667	4	< 0.1%
0.03430555556	1	< 0.1%
0.03433333333	3	< 0.1%
0.03438888889	4	< 0.1%
0.03444444444	1	< 0.1%
0.0345	1	< 0.1%
0.03463888889	1	< 0.1%
0.03502777778	1	< 0.1%
0.03513888889	1	< 0.1%

Value	Count	Frequency (%)
10.9825	1	< 0.1%
10.34816667	1	< 0.1%
10.00694444	1	< 0.1%
9.961413111	1	< 0.1%
9.357526139	1	< 0.1%
9.043095583	1	< 0.1%
8.75268525	1	< 0.1%
8.336103972	1	< 0.1%
8.220094056	1	< 0.1%
8.083534611	1	< 0.1%

loc_food_dur
Real number (ℝ)

ZEROS

Distinct	14794
Distinct (%)	42.8%
Missing	157
Missing (%)	0.5%
Infinite	0
Infinite (%)	0.0%
Mean	0.53576831

Minimum	0
Maximum	17.379833
Zeros	18396
Zeros (%)	53.0%
Negative	0
Negative (%)	0.0%
Memory size	271.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.84897222
95-th percentile	2.1031294
Maximum	17.379833
Range	17.379833
Interquartile range (IQR)	0.84897222

Descriptive statistics

Standard deviation	1.0007971
Coefficient of variation (CV)	1.8679663
Kurtosis	54.168637
Mean	0.53576831
Median Absolute Deviation (MAD)	0
Skewness	5.3963185
Sum	18510.259
Variance	1.0015949
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	18396	53.0%
0.05	46	0.1%
0.06666666667	28	0.1%
0.06669444444	24	0.1%
0.1166666667	21	0.1%
0.1666944444	20	0.1%
0.08333333333	19	0.1%
0.1166944444	16	< 0.1%
0.08336111111	15	< 0.1%
0.1	14	< 0.1%
Other values (14784)	15950	46.0%
(Missing)	157	0.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	18396	53.0%
0.01687447222	1	< 0.1%
0.03288888889	2	< 0.1%
0.03333333333	1	< 0.1%
0.03438888889	1	< 0.1%
0.03502777778	1	< 0.1%
0.03505555556	2	< 0.1%
0.03616666667	2	< 0.1%
0.03691358025	1	< 0.1%
0.037	1	< 0.1%

Value	Count	Frequency (%)
17.37983333	1	< 0.1%
16.19619444	1	< 0.1%
15.93075	1	< 0.1%
15.79025	1	< 0.1%
15.63955556	1	< 0.1%
15.48269444	1	< 0.1%
15.29466667	1	< 0.1%
15.03952778	1	< 0.1%
15.01219444	1	< 0.1%
14.88116667	1	< 0.1%

loc_visit_num_ep_0
Real number (ℝ)

MISSING ZEROS

Distinct	275
Distinct (%)	0.9%
Missing	3532
Missing (%)	10.2%
Infinite	0
Infinite (%)	0.0%
Mean	3.4101619

Minimum	0
Maximum	11.3
Zeros	1479
Zeros (%)	4.3%
Negative	0
Negative (%)	0.0%
Memory size	271.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0.33333333
Q1	1.8
median	3.3
Q3	4.9
95-th percentile	6.6
Maximum	11.3
Range	11.3
Interquartile range (IQR)	3.1

Descriptive statistics

Standard deviation	1.9159857
Coefficient of variation (CV)	0.56184596
Kurtosis	-0.67241027
Mean	3.4101619
Median Absolute Deviation (MAD)	1.5
Skewness	0.21288477
Sum	106308.39
Variance	3.6710011
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1505	4.3%
0	1479	4.3%
1.1	700	2.0%
1.3	619	1.8%
4	617	1.8%
1.2	578	1.7%
2	572	1.6%
3	547	1.6%
3.5	540	1.6%
3.1	532	1.5%
Other values (265)	23485	67.7%
(Missing)	3532	10.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1479	4.3%
0.1	15	< 0.1%
0.1111111111	4	< 0.1%
0.125	3	< 0.1%
0.1428571429	2	< 0.1%
0.1666666667	6	< 0.1%
0.2	14	< 0.1%
0.2222222222	3	< 0.1%
0.25	20	0.1%
0.2857142857	3	< 0.1%

Value	Count	Frequency (%)
11.3	2	< 0.1%
11.2	2	< 0.1%
11	2	< 0.1%
10.9	2	< 0.1%
10.8	1	< 0.1%
10.5	2	< 0.1%
10.3	2	< 0.1%
10.2	3	< 0.1%
10.1	2	< 0.1%
10	1	< 0.1%

loc_social_unlock_duration
Real number (ℝ)

MISSING ZEROS

Distinct	10681
Distinct (%)	82.3%
Missing	21735
Missing (%)	62.6%
Infinite	0
Infinite (%)	0.0%
Mean	9.2636644

Minimum	0
Maximum	60
Zeros	626
Zeros (%)	1.8%
Negative	0
Negative (%)	0.0%
Memory size	271.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0.00083368085
Q1	4.0627177
median	7.6685142
Q3	12.516475
95-th percentile	23.734848
Maximum	60
Range	60
Interquartile range (IQR)	8.4537569

Descriptive statistics

Standard deviation	7.6912288
Coefficient of variation (CV)	0.83025771
Kurtosis	5.5910691
Mean	9.2636644
Median Absolute Deviation (MAD)	4.0826301
Skewness	1.8162216
Sum	120158.99
Variance	59.155
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	626	1.8%
4.400680187	6	< 0.1%
5.872907987	5	< 0.1%
3.585884125	5	< 0.1%
10.21287373	5	< 0.1%
8.694214784	5	< 0.1%
4.809586391	5	< 0.1%
16.55728423	5	< 0.1%
0.1449854106	5	< 0.1%
0.001249479384	5	< 0.1%
Other values (10671)	12299	35.4%
(Missing)	21735	62.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	626	1.8%
0.0002499791684	1	< 0.1%
0.00025	1	< 0.1%
0.0003333333333	1	< 0.1%
0.0003571428571	2	< 0.1%
0.0003571853792	1	< 0.1%
0.0004159733777	2	< 0.1%
0.0004161464836	1	< 0.1%
0.0004168982768	1	< 0.1%
0.0004544765945	1	< 0.1%

Value	Count	Frequency (%)
60	5	< 0.1%
59.89777462	1	< 0.1%
59.35395315	1	< 0.1%
58.78488661	1	< 0.1%
57.57045991	1	< 0.1%
55.95076651	1	< 0.1%
55.94095002	1	< 0.1%
55.88306667	1	< 0.1%
55.78042494	2	< 0.1%
55.5412669	1	< 0.1%

loc_food_unlock_duration
Real number (ℝ)

MISSING ZEROS

Distinct	14766
Distinct (%)	91.4%
Missing	18553
Missing (%)	53.5%
Infinite	0
Infinite (%)	0.0%
Mean	9.0076985

Minimum	0
Maximum	60
Zeros	694
Zeros (%)	2.0%
Negative	0
Negative (%)	0.0%
Memory size	271.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0.132072
Q1	4.2926623
median	7.5210643
Q3	11.962121
95-th percentile	21.994185
Maximum	60
Range	60
Interquartile range (IQR)	7.6694587

Descriptive statistics

Standard deviation	7.0941698
Coefficient of variation (CV)	0.78756742
Kurtosis	5.4102034
Mean	9.0076985
Median Absolute Deviation (MAD)	3.6650697
Skewness	1.8218611
Sum	145501.35
Variance	50.327246
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	694	2.0%
0.001666666667	5	< 0.1%
2.210433882	4	< 0.1%
13.63873434	4	< 0.1%
3.139187549	4	< 0.1%
2.876171431	4	< 0.1%
33.79034303	4	< 0.1%
3.224869838	4	< 0.1%
18.69403	4	< 0.1%
4.635099505	4	< 0.1%
Other values (14756)	15422	44.4%
(Missing)	18553	53.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	694	2.0%
0.0002380385622	1	< 0.1%
0.0002470355731	1	< 0.1%
0.0002542803865	1	< 0.1%
0.0002774694784	1	< 0.1%
0.000322962644	1	< 0.1%
0.0003332963004	1	< 0.1%
0.0003335557038	1	< 0.1%
0.0004168982768	2	< 0.1%
0.0004544536457	1	< 0.1%

Value	Count	Frequency (%)
60	2	< 0.1%
55.67813235	1	< 0.1%
55.33074752	1	< 0.1%
54.91969954	1	< 0.1%
53.22626606	1	< 0.1%
53.20917464	1	< 0.1%
53.12746059	1	< 0.1%
53.05245764	1	< 0.1%
52.94773165	1	< 0.1%
52.74420526	1	< 0.1%

loc_social_unlock_num
Real number (ℝ)

MISSING ZEROS

Distinct	10099
Distinct (%)	77.9%
Missing	21735
Missing (%)	62.6%
Infinite	0
Infinite (%)	0.0%
Mean	7.9602969

Minimum	0
Maximum	87
Zeros	626
Zeros (%)	1.8%
Negative	0
Negative (%)	0.0%
Memory size	271.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0.42857143
Q1	4.1859341
median	6.6666667
Q3	10.232554
95-th percentile	19.468122
Maximum	87
Range	87
Interquartile range (IQR)	6.0466195

Descriptive statistics

Standard deviation	6.0621467
Coefficient of variation (CV)	0.76154781
Kurtosis	9.2952655
Mean	7.9602969
Median Absolute Deviation (MAD)	2.8873806
Skewness	2.1248273
Sum	103253.01
Variance	36.749622
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	626	1.8%
6	60	0.2%
4	41	0.1%
2	25	0.1%
8	21	0.1%
12	20	0.1%
10	20	0.1%
3	17	< 0.1%
3.997779012	17	< 0.1%
2.4	14	< 0.1%
Other values (10089)	12110	34.9%
(Missing)	21735	62.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	626	1.8%
0.2182876546	1	< 0.1%
0.2307988204	1	< 0.1%
0.2392026578	1	< 0.1%
0.250034727	2	< 0.1%
0.2944671754	1	< 0.1%
0.299550674	1	< 0.1%
0.2999750021	1	< 0.1%
0.3	1	< 0.1%
0.300150075	2	< 0.1%

Value	Count	Frequency (%)
87	1	< 0.1%
65.28127745	1	< 0.1%
64	1	< 0.1%
56.71069753	1	< 0.1%
56.59090909	1	< 0.1%
56	1	< 0.1%
55.07883705	1	< 0.1%
51.98555957	2	< 0.1%
49.51421354	1	< 0.1%
49.04001199	1	< 0.1%

loc_food_unlock_num
Real number (ℝ)

MISSING ZEROS

Distinct	14580
Distinct (%)	90.3%
Missing	18553
Missing (%)	53.5%
Infinite	0
Infinite (%)	0.0%
Mean	7.5376589

Minimum	0
Maximum	72.015153
Zeros	694
Zeros (%)	2.0%
Negative	0
Negative (%)	0.0%
Memory size	271.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0.85714286
Q1	4.2777235
median	6.6278867
Q3	9.7137298
95-th percentile	17.147977
Maximum	72.015153
Range	72.015153
Interquartile range (IQR)	5.4360064

Descriptive statistics

Standard deviation	5.1047525
Coefficient of variation (CV)	0.67723315
Kurtosis	7.0861663
Mean	7.5376589
Median Absolute Deviation (MAD)	2.627746
Skewness	1.7103021
Sum	121755.8
Variance	26.058498
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	694	2.0%
6	12	< 0.1%
4	9	< 0.1%
2	9	< 0.1%
8	9	< 0.1%
1.49937526	7	< 0.1%
14	7	< 0.1%
4.5	6	< 0.1%
1.998889506	6	< 0.1%
4.498125781	5	< 0.1%
Other values (14570)	15389	44.3%
(Missing)	18553	53.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	694	2.0%
0.08823096907	2	< 0.1%
0.1999666722	1	< 0.1%
0.2307988204	1	< 0.1%
0.2856462747	1	< 0.1%
0.2964426877	1	< 0.1%
0.2969337941	1	< 0.1%
0.3003003003	1	< 0.1%
0.3051364638	1	< 0.1%
0.3157833242	2	< 0.1%

Value	Count	Frequency (%)
72.01515319	2	< 0.1%
52.9826534	1	< 0.1%
48.87651891	1	< 0.1%
45.42630843	1	< 0.1%
44.64696083	1	< 0.1%
42.38261284	1	< 0.1%
39.12778613	1	< 0.1%
38.15586765	1	< 0.1%
36.50716222	1	< 0.1%
36.22642651	1	< 0.1%

loc_social_still
Real number (ℝ)

MISSING

Distinct	11181
Distinct (%)	86.2%
Missing	21735
Missing (%)	62.6%
Infinite	0
Infinite (%)	0.0%
Mean	43.046375

Minimum	0.15022534
Maximum	59.997264
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	271.3 KiB

Quantile statistics

Minimum	0.15022534
5-th percentile	24.241691
Q1	37.046742
median	44.35616
Q3	50.305566
95-th percentile	59.025406
Maximum	59.997264
Range	59.847039
Interquartile range (IQR)	13.258825

Descriptive statistics

Standard deviation	10.348318
Coefficient of variation (CV)	0.24039929
Kurtosis	0.95220226
Mean	43.046375
Median Absolute Deviation (MAD)	6.5279884
Skewness	-0.8036675
Sum	558354.53
Variance	107.08768
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
59.96666667	10	< 0.1%
59.97501041	9	< 0.1%
38.53333333	7	< 0.1%
23.45977491	6	< 0.1%
59.98000666	6	< 0.1%
46.62220321	5	< 0.1%
37.04043351	5	< 0.1%
27.59839893	5	< 0.1%
59.97498958	5	< 0.1%
41.74732531	5	< 0.1%
Other values (11171)	12908	37.2%
(Missing)	21735	62.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.150225338	1	< 0.1%
0.3058445025	5	< 0.1%
0.6833333333	1	< 0.1%
0.9496043315	2	< 0.1%
1.075	1	< 0.1%
1.082130966	1	< 0.1%
1.2	2	< 0.1%
1.519350215	1	< 0.1%
1.616666667	1	< 0.1%
1.7125	1	< 0.1%

Value	Count	Frequency (%)
59.9972639	3	< 0.1%
59.9958342	2	< 0.1%
59.99512274	1	< 0.1%
59.99497277	1	< 0.1%
59.9947373	2	< 0.1%
59.99460361	1	< 0.1%
59.99444496	1	< 0.1%
59.99401795	1	< 0.1%
59.99375098	1	< 0.1%
59.99375065	3	< 0.1%

loc_food_still
Real number (ℝ)

MISSING

Distinct	15400
Distinct (%)	95.3%
Missing	18553
Missing (%)	53.5%
Infinite	0
Infinite (%)	0.0%
Mean	44.963333

Minimum	3.5081967
Maximum	59.996624
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	271.3 KiB

Quantile statistics

Minimum	3.5081967
5-th percentile	30.990209
Q1	40.077474
median	45.663129
Q3	50.610687
95-th percentile	58.058801
Maximum	59.996624
Range	56.488427
Interquartile range (IQR)	10.533213

Descriptive statistics

Standard deviation	8.2234008
Coefficient of variation (CV)	0.18289127
Kurtosis	1.1761166
Mean	44.963333
Median Absolute Deviation (MAD)	5.2117262
Skewness	-0.66955149
Sum	726292.71
Variance	67.624321
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
59.97501041	6	< 0.1%
30.63259968	4	< 0.1%
44.74972191	4	< 0.1%
46.93	4	< 0.1%
59.96666667	4	< 0.1%
18.77698842	4	< 0.1%
42.72087546	4	< 0.1%
59.97496871	4	< 0.1%
51.23845195	4	< 0.1%
55.87110868	4	< 0.1%
Other values (15390)	16111	46.4%
(Missing)	18553	53.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3.508196721	1	< 0.1%
4.264297612	1	< 0.1%
4.380366915	1	< 0.1%
4.625	2	< 0.1%
5.036319613	1	< 0.1%
5.370165746	1	< 0.1%
6.147438567	1	< 0.1%
6.866666667	1	< 0.1%
6.891891892	2	< 0.1%
7.206703911	1	< 0.1%

Value	Count	Frequency (%)
59.99662371	1	< 0.1%
59.9947373	2	< 0.1%
59.99285672	2	< 0.1%
59.99248779	2	< 0.1%
59.99230769	1	< 0.1%
59.99142857	1	< 0.1%
59.99091184	1	< 0.1%
59.99064984	1	< 0.1%
59.99050846	1	< 0.1%
59.99030334	1	< 0.1%

act_running_ep_0_plus_act_walking_ep_0
Real number (ℝ)

ZEROS

Distinct	25367
Distinct (%)	73.1%
Missing	4
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	8853.9435

Minimum	0
Maximum	43029.5
Zeros	7479
Zeros (%)	21.5%
Negative	0
Negative (%)	0.0%
Memory size	271.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	3983
median	9494.1
Q3	13267.45
95-th percentile	18520.345
Maximum	43029.5
Range	43029.5
Interquartile range (IQR)	9284.45

Descriptive statistics

Standard deviation	6157.9781
Coefficient of variation (CV)	0.69550682
Kurtosis	-0.7128497
Mean	8853.9435
Median Absolute Deviation (MAD)	4248.25
Skewness	0.023173334
Sum	3.0724955 × 10⁸
Variance	37920695
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	7479	21.5%
11853.4	4	< 0.1%
13226.2	4	< 0.1%
11695.9	4	< 0.1%
10737.7	4	< 0.1%
11788.3	4	< 0.1%
13702	4	< 0.1%
12251.2	4	< 0.1%
14201	4	< 0.1%
12287.4	3	< 0.1%
Other values (25357)	27188	78.3%
(Missing)	4	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	7479	21.5%
0.5	1	< 0.1%
0.5714285714	1	< 0.1%
0.9	1	< 0.1%
1.333333333	2	< 0.1%
1.571428571	1	< 0.1%
1.666666667	1	< 0.1%
3.833333333	1	< 0.1%
5.9	1	< 0.1%
7	1	< 0.1%

Value	Count	Frequency (%)
43029.5	1	< 0.1%
32758.1	1	< 0.1%
32734.5	1	< 0.1%
32095.9	1	< 0.1%
32066.1	1	< 0.1%
31683.75	1	< 0.1%
31503	1	< 0.1%
30850.7	1	< 0.1%
30841	1	< 0.1%
30607.9	1	< 0.1%

loc_social_dur_plus_loc_food_dur
Real number (ℝ)

ZEROS

Distinct	15229
Distinct (%)	44.1%
Missing	157
Missing (%)	0.5%
Infinite	0
Infinite (%)	0.0%
Mean	0.79524211

Minimum	0
Maximum	18.871861
Zeros	18238
Zeros (%)	52.5%
Negative	0
Negative (%)	0.0%
Memory size	271.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1.1855833
95-th percentile	3.269146
Maximum	18.871861
Range	18.871861
Interquartile range (IQR)	1.1855833

Descriptive statistics

Standard deviation	1.4832008
Coefficient of variation (CV)	1.8650933
Kurtosis	26.750526
Mean	0.79524211
Median Absolute Deviation (MAD)	0
Skewness	4.1012815
Sum	27474.82
Variance	2.1998845
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	18238	52.5%
0.05	38	0.1%
0.1	21	0.1%
0.06666666667	19	0.1%
0.1666944444	18	0.1%
0.08333333333	18	0.1%
0.06669444444	17	< 0.1%
0.1166666667	15	< 0.1%
0.1166944444	14	< 0.1%
0.08336111111	14	< 0.1%
Other values (15219)	16137	46.5%
(Missing)	157	0.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	18238	52.5%
0.01687447222	1	< 0.1%
0.03288888889	2	< 0.1%
0.03333333333	1	< 0.1%
0.03438888889	1	< 0.1%
0.03505555556	2	< 0.1%
0.03616666667	2	< 0.1%
0.03691358025	1	< 0.1%
0.037	1	< 0.1%
0.03763888889	2	< 0.1%

Value	Count	Frequency (%)
18.87186111	1	< 0.1%
17.45444525	1	< 0.1%
17.37983333	1	< 0.1%
17.30280556	1	< 0.1%
17.23944444	1	< 0.1%
17.19877292	1	< 0.1%
16.61297222	1	< 0.1%
16.59935728	1	< 0.1%
16.39552106	1	< 0.1%
16.35594444	1	< 0.1%

loc_social_unlock_duration_plus_loc_food_unlock_duration
Real number (ℝ)

MISSING ZEROS

Distinct	12051
Distinct (%)	94.1%
Missing	21893
Missing (%)	63.1%
Infinite	0
Infinite (%)	0.0%
Mean	18.262271

Minimum	0
Maximum	111.01232
Zeros	488
Zeros (%)	1.4%
Negative	0
Negative (%)	0.0%
Memory size	271.3 KiB

Quantile statistics

Minimum	0
5-th percentile	1.7573766
Q1	9.5632145
median	15.659121
Q3	23.98226
95-th percentile	42.31483
Maximum	111.01232
Range	111.01232
Interquartile range (IQR)	14.419045

Descriptive statistics

Standard deviation	13.146578
Coefficient of variation (CV)	0.71987644
Kurtosis	5.612933
Mean	18.262271
Median Absolute Deviation (MAD)	6.8825456
Skewness	1.7571063
Sum	233994.47
Variance	172.83252
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	488	1.4%
67.58068606	4	< 0.1%
22.80935972	3	< 0.1%
15.20585875	3	< 0.1%
8.632920806	3	< 0.1%
6.202359696	3	< 0.1%
9.631693853	3	< 0.1%
11.30765981	3	< 0.1%
12.2558594	3	< 0.1%
11.0804495	3	< 0.1%
Other values (12041)	12297	35.4%
(Missing)	21893	63.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	488	1.4%
0.0005832754688	1	< 0.1%
0.0006934428561	1	< 0.1%
0.001080368906	1	< 0.1%
0.001248959201	1	< 0.1%
0.001850361296	1	< 0.1%
0.002448271888	1	< 0.1%
0.002498958767	1	< 0.1%
0.002504173623	2	< 0.1%
0.002857142857	2	< 0.1%

Value	Count	Frequency (%)
111.0123181	1	< 0.1%
106.2549212	1	< 0.1%
105	1	< 0.1%
104.9695478	1	< 0.1%
104.9624468	1	< 0.1%
104.4065027	1	< 0.1%
102.4643149	1	< 0.1%
101.749634	1	< 0.1%
101.5340972	1	< 0.1%
101.0911477	1	< 0.1%

loc_social_unlock_num_plus_loc_food_unlock_num
Real number (ℝ)

MISSING ZEROS

Distinct	12041
Distinct (%)	94.0%
Missing	21893
Missing (%)	63.1%
Infinite	0
Infinite (%)	0.0%
Mean	15.501724

Minimum	0
Maximum	116.53621
Zeros	488
Zeros (%)	1.4%
Negative	0
Negative (%)	0.0%
Memory size	271.3 KiB

Quantile statistics

Minimum	0
5-th percentile	2.4511021
Q1	8.9240836
median	13.488781
Q3	19.690134
95-th percentile	35.275748
Maximum	116.53621
Range	116.53621
Interquartile range (IQR)	10.76605

Descriptive statistics

Standard deviation	10.33105
Coefficient of variation (CV)	0.66644523
Kurtosis	5.8788897
Mean	15.501724
Median Absolute Deviation (MAD)	5.1449554
Skewness	1.7412343
Sum	198623.59
Variance	106.7306
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	488	1.4%
2.998750521	4	< 0.1%
12	4	< 0.1%
23.60583501	4	< 0.1%
4	4	< 0.1%
16	4	< 0.1%
18.75775591	3	< 0.1%
15.55941592	3	< 0.1%
6.681657536	3	< 0.1%
22.54280945	3	< 0.1%
Other values (12031)	12293	35.4%
(Missing)	21893	63.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	488	1.4%
0.4345522985	1	< 0.1%
0.4615976407	1	< 0.1%
0.610860825	1	< 0.1%
0.611710942	1	< 0.1%
0.6700685222	1	< 0.1%
0.6999305626	1	< 0.1%
0.8321314273	1	< 0.1%
0.8505837123	1	< 0.1%
0.8736580183	1	< 0.1%

Value	Count	Frequency (%)
116.5362144	1	< 0.1%
108.9826534	1	< 0.1%
96.16405622	1	< 0.1%
89.56124241	1	< 0.1%
88.16779811	1	< 0.1%
87.8783296	1	< 0.1%
85.0130825	1	< 0.1%
84.76522568	1	< 0.1%
83.3837672	1	< 0.1%
82.89742985	1	< 0.1%

loc_social_still_plus_loc_food_still
Real number (ℝ)

MISSING

Distinct	12527
Distinct (%)	97.8%
Missing	21893
Missing (%)	63.1%
Infinite	0
Infinite (%)	0.0%
Mean	88.11687

Minimum	9.25
Maximum	119.98947
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	271.3 KiB

Quantile statistics

Minimum	9.25
5-th percentile	59.708762
Q1	78.140865
median	89.620535
Q3	98.98401
95-th percentile	113.277
Maximum	119.98947
Range	110.73947
Interquartile range (IQR)	20.843145

Descriptive statistics

Standard deviation	16.264549
Coefficient of variation (CV)	0.18457928
Kurtosis	0.7007249
Mean	88.11687
Median Absolute Deviation (MAD)	10.333419
Skewness	-0.50761046
Sum	1129041.4
Variance	264.53555
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
42.42622951	4	< 0.1%
99.11082248	3	< 0.1%
103.577807	3	< 0.1%
89.39682889	3	< 0.1%
91.51461009	3	< 0.1%
75.65994963	3	< 0.1%
91.42767429	3	< 0.1%
41.38300751	3	< 0.1%
32.51212034	3	< 0.1%
74.68912653	3	< 0.1%
Other values (12517)	12782	36.8%
(Missing)	21893	63.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
9.25	2	< 0.1%
10.11622825	1	< 0.1%
12.29487713	1	< 0.1%
13.67585752	1	< 0.1%
16.78531702	1	< 0.1%
17.41982156	1	< 0.1%
18.02159249	1	< 0.1%
18.0672994	2	< 0.1%
19.92716018	1	< 0.1%
20.022116	1	< 0.1%

Value	Count	Frequency (%)
119.9894746	2	< 0.1%
119.9886909	2	< 0.1%
119.9825235	1	< 0.1%
119.982339	1	< 0.1%
119.9815993	1	< 0.1%
119.9800645	1	< 0.1%
119.9793505	1	< 0.1%
119.9788286	1	< 0.1%
119.9785113	1	< 0.1%
119.9783486	1	< 0.1%

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	uid	gender	race	cohort_year	day_survey	act_on_foot_ep_0	loc_study_still	loc_study_dur	loc_study_product	loc_home_dur	loc_workout_dur	act_in_vehicle_ep_0	loc_dist_ep_0	loc_social_dur	loc_food_dur	loc_visit_num_ep_0	loc_social_unlock_duration	loc_food_unlock_duration	loc_social_unlock_num	loc_food_unlock_num	loc_social_still	loc_food_still	loc_social_dur_plus_loc_food_dur	loc_social_unlock_duration_plus_loc_food_unlock_duration	loc_social_unlock_num_plus_loc_food_unlock_num	loc_social_still_plus_loc_food_still
0	3569e2f520db9014b4acc4227a6421c1	both	white	2017.0	2017-09-09	4167.000000	NaN	NaN	NaN	NaN	NaN	561.000000	2767.287472	NaN	NaN	6.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
1	3569e2f520db9014b4acc4227a6421c1	both	white	2017.0	2017-09-10	3330.500000	NaN	NaN	NaN	NaN	NaN	694.500000	2737.717474	NaN	NaN	4.5	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
2	3569e2f520db9014b4acc4227a6421c1	both	white	2017.0	2017-09-14	4133.833333	43.798040	5.671473	248.695409	14.160718	0.710007	483.166667	5548.611830	0.168461	1.728298	5.5	49.946047	20.857042	7.914810	6.732728	54.327396	40.482211	1.896759	70.803089	14.647538	94.809606
3	3569e2f520db9014b4acc4227a6421c1	both	white	2017.0	2017-09-18	4027.800000	47.140395	4.395330	235.183032	14.969109	1.645656	357.500000	7865.060548	0.193738	1.129764	5.5	32.983223	21.201233	7.483556	7.783624	54.479178	40.191223	1.323502	54.184457	15.267179	94.670401
4	3569e2f520db9014b4acc4227a6421c1	both	white	2017.0	2017-09-22	4235.800000	41.431188	4.228635	191.890062	15.282254	1.636484	308.000000	8556.029342	0.783398	1.191744	6.0	17.698977	21.172808	5.229323	6.599758	39.829428	36.104559	1.975143	38.871785	11.829080	75.933988
5	3569e2f520db9014b4acc4227a6421c1	both	white	2017.0	2017-09-24	4344.200000	40.655369	3.687871	184.291887	13.416502	1.811246	713.300000	14766.231452	0.732860	1.072937	6.4	11.249563	16.992052	4.692225	6.126277	36.929835	36.726337	1.805797	28.241616	10.818502	73.656172
6	3569e2f520db9014b4acc4227a6421c1	both	white	2017.0	2017-09-27	4065.800000	40.174775	3.133734	151.251578	12.457481	1.155785	862.500000	19906.398051	1.126084	1.745145	5.9	13.456016	14.908913	6.717292	5.544179	35.445348	36.158408	2.871229	28.364929	12.261471	71.603756
7	3569e2f520db9014b4acc4227a6421c1	both	white	2017.0	2017-09-30	4298.900000	38.732488	3.017122	142.359496	10.791618	0.855095	849.900000	18808.536990	0.800743	1.537205	6.6	16.127642	17.550699	7.022426	5.492575	34.829330	36.168508	2.337948	33.678340	12.515001	70.997838
8	3569e2f520db9014b4acc4227a6421c1	both	white	2017.0	2017-10-01	4131.500000	40.130630	3.051682	149.248387	10.688068	0.687200	896.400000	18723.676777	0.732817	1.639705	6.4	19.719350	19.140567	8.041929	5.637945	37.334208	39.079539	2.372523	38.859917	13.679874	76.413747
9	3569e2f520db9014b4acc4227a6421c1	both	white	2017.0	2017-10-06	4369.300000	44.407009	3.637883	180.479619	12.774571	0.187365	384.100000	6135.313119	0.389690	1.810388	6.0	20.189879	21.538491	5.829195	4.603908	35.163105	40.557265	2.200079	41.728370	10.433102	75.720371

	uid	gender	race	cohort_year	is_ios	day_survey	act_on_foot_ep_0	act_running_ep_0	act_walking_ep_0	loc_study_still	loc_study_dur	loc_study_product	loc_home_dur	loc_workout_dur	act_in_vehicle_ep_0	loc_dist_ep_0	loc_social_dur	loc_food_dur	loc_visit_num_ep_0	loc_social_unlock_duration	loc_food_unlock_duration	loc_social_unlock_num	loc_food_unlock_num	loc_social_still	loc_food_still	act_running_ep_0_plus_act_walking_ep_0	loc_social_dur_plus_loc_food_dur	loc_social_unlock_duration_plus_loc_food_unlock_duration	loc_social_unlock_num_plus_loc_food_unlock_num	loc_social_still_plus_loc_food_still
34696	2c4f43b2212eee5ba69563f139911138	M	white	2018.0	1	2020-09-16	NaN	288.3	11407.1	NaN	0.0	NaN	2.519306	0.0	7504.8	211140.924818	0.000000	0.0	0.5	NaN	NaN	NaN	NaN	NaN	NaN	11695.4	0.000000	NaN	NaN	NaN
34697	2c4f43b2212eee5ba69563f139911138	M	white	2018.0	1	2020-09-24	NaN	296.6	10999.2	NaN	0.0	NaN	0.000000	0.0	61.1	4131.199101	0.000000	0.0	0.9	NaN	NaN	NaN	NaN	NaN	NaN	11295.8	0.000000	NaN	NaN	NaN
34698	2c4f43b2212eee5ba69563f139911138	M	white	2018.0	1	2020-09-26	NaN	256.0	10560.2	NaN	0.0	NaN	0.000000	0.0	324.1	7439.467805	0.000000	0.0	1.3	NaN	NaN	NaN	NaN	NaN	NaN	10816.2	0.000000	NaN	NaN	NaN
34699	2c4f43b2212eee5ba69563f139911138	M	white	2018.0	1	2020-10-10	NaN	88.3	12300.3	NaN	0.0	NaN	0.000000	0.0	817.2	14194.948687	0.183444	0.0	2.7	5.530055	NaN	7.161071	NaN	26.44106	NaN	12388.6	0.183444	NaN	NaN	NaN
34700	2c4f43b2212eee5ba69563f139911138	M	white	2018.0	1	2020-10-14	NaN	79.8	11025.6	NaN	0.0	NaN	1.016167	0.0	1918.3	33832.911197	0.183444	0.0	2.8	5.530055	NaN	7.161071	NaN	26.44106	NaN	11105.4	0.183444	NaN	NaN	NaN
34701	2c4f43b2212eee5ba69563f139911138	M	white	2018.0	1	2020-12-24	NaN	22.8	22748.5	NaN	0.0	NaN	8.493889	0.0	3879.7	67682.634993	0.000000	0.0	2.5	NaN	NaN	NaN	NaN	NaN	NaN	22771.3	0.000000	NaN	NaN	NaN
34702	8617ddac1f48b148e3683738519b2e7a	NaN	NaN	2018.0	1	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
34703	ea716dd032aaa0dcf8bfa36b1811917f	NaN	NaN	2017.0	1	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
34704	df5e798581def8d477316520953b9171	NaN	NaN	NaN	0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
34705	e6d71fe4a3c10b075ae1cf51a2fe6cfd	NaN	NaN	NaN	1	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Interactions

Missing values

Sample